Course Details

Mathematics 5 (E)

Academic Year 2025/26

NAA024 course is part of 1 study plan

​ NPC-SIE Winter Semester 1st year

Course Guarantor

prof. Ing. Jiří Vala, CSc.

Institute

Institute of Mathematics and Descriptive Geometry

Language of instruction

Czech

Credits

4 credits

Semester

winter

Forms and criteria of assessment

course-unit credit and examination

Offered to foreign students

Not to offer

Course on BUT site

https://www.vut.cz/en/students/courses/detail/295774

Lecture

13 weeks, 2 hours/week, elective

Syllabus

  • 1. Parametric problems with one random sample.
  • 2. Parametric problems with two random samples.
  • 3. Non-parametric tests. Goodness-of-fit tests.
  • 4. Analysis of relationships of quantitative variables.
  • 5. Analysis of relationships of qualitative variables.
  • 6. Multivariate data analysis.
  • 7. Cluster analysis.
  • 8. Regression analysis. Classical linear model.
  • 9. Choice of a regression model. Nonlinear regression model.
  • 10. Regression polynomial. General linear model.
  • 11. Time series.
  • 12. Decomposition of time series.
  • 13. Analysis of variance.

Exercise

13 weeks, 1 hours/week, compulsory

Syllabus

  • 1. Graphical methods of data files representation I.
  • 2. Graphical methods of data files representation II.
  • 3. Computational methods of data processing I.
  • 4. Computational methods of data processing II.
  • 5. Summary of survey analysis of one-dimensional populations.
  • 6. Two-dimensional data files.
  • 7. Linear regression.
  • 8. Nonlinear regression.
  • 9. Linear forecasting.
  • 10. Multiple correlation and regression.
  • 11. Time series.
  • 12. Interpolation. Numeric differentiating.
  • 13. Tests of hypotheses. Seminar evaluation.